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A Basic Introduction to Speech Recognition (Hidden Markov Model & Neural Networks)

This video provides a very basic introduction to speech recognition, explaining linguistics (phonemes), the Hidden Markov Model and Neural Networks. In short: Speech Recognition for Dummies! 00:51 - From an analog to a digital environment 04:22 - Linguistics 05:47 - Hidden Markov Model 10:54 - Artificial Neural Networks In August 2018, we organised a workshop at our job about speech recognition. Being in charge to explain the technology behind speech recognition, we created a dynamic session where we explained the concepts both in person and via video for a good visualization. To facilitate this interaction, we created digital versions of ourselves: e-Rodi & e-Hanni. Satisfied with the feedback during the workshop, we decided to also film the parts in between to make it a full story to share online. We hope this video can help you understand speech recognition better! Enjoy! Rodolphe & Hannes NB: the probabilities used in the part of the HMM (e.g. 0,6; 0,9; ...) were just chosen to explain the concept and are not a true representation of the actual probabilities. #speechrecognition #hiddenmarkovmodel #neuralnetworks #easilyexplained #speechprocessing